Using machine learning tools for forecasting natural gas consumption in the province of Istanbul
Energy Economics, Vol. 80, Mayıs 2019, s. 937-949, ISSN: 0140-9883
BEYCA ÖMER FARUK,ÇAYIR ERVURAL BEYZANUR,TATOĞLU EKREM,ÖZUYAR PINAR,ZAİM SELİM
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A LONG SHORT TERM MEMORY APPLICATION ON THE TURKISH INTRADAY ELECTRICITY PRICE FORECASTING
4th Global Business Research Congress, İstanbul/TÜRKİYE, Vol. 7, No. 1, 24 Mayıs 2018, s. 126-130
YORULMUŞ MUHAMMED HAKAN,UĞURLU UMUT,TAŞ OKTAY
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Unraveling Li-Ion Battery Degradation: Mechanisms and Forecasting
Energetics 2025 - 11th Virtual International Conference on Science, Technology and Management in Energy, Belgrad/SIRBİSTAN, 24 Kasım 2025
ERZEN SEVGİ,FIRAT COŞKUN
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Forecasting medical waste in Istanbul using a novel nonlinear grey Bernoulli model optimized by firefly algorithm
Waste Management & Research: The Journal for a Sustainable Circular Economy, Vol. 43, No. 5, Eylül 2025, s. 726-737, ISSN: 0734-242X
KONYALIOĞLU AZİZ KEMAL,ÖZCAN TUNCAY,BEREKETLİ ZAFEIRAKOPOULOS İLKE
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Forecasting Energy Consumption in Smart Grids Using Convolutional Neural Networks
INTERNATIONAL GRADUATE RESEARCH SYMPOSIUM - IGRS’23At: Istanbul, Turkey, 2023, İstanbul/TÜRKİYE, No. 2, 16 Aralık 2024, s. 205-205
FADOUL FATHİ FARAH,ÇAĞLAR RAMAZAN
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Electric load forecasting under False Data Injection Attacks using deep learning
ENERGY REPORTS, Vol. 8, Kasım 2022, s. 9933-9945, ISSN: 2352-4847
MORADZADEH ARASH, MOHAMMADPOURFARD MOSTAFA, CHARALAMBOS KONSTANTİNOU, GENÇ VEYSEL MURAT İSTEMİHAN, TAESİC KİM, MOHAMMADI-IVATLOO BEHNAM
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Drought Forecasting Using Integrated Variational Mode Decomposition and Extreme Gradient Boosting
Water MDPI, Vol. 15, No. 19, Eylül 2023, s. 3413-3413, ISSN: 2073-4441
EKMEKCİOĞLU ÖMER
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Forecasting natural gas consumption in Turkey using fractional non-linear grey Bernoulli model optimized by grey wolf optimization (GWO) algorithm
Euro-Mediterranean Journal for Environmental Integration, Vol. 2024, No. 9, Ağustos 2024, s. 2039-2055, ISSN: 2365-6433
ÖZCAN TUNCAY,KONYALIOĞLU AZİZ KEMAL,APAYDIN TUĞÇE
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A Seasonal Grey Forecasting Model for Estimating the Monthly Natural Gas Consumption of Turkey
8th International Ege Energy Symposium and Exhibition (IEESE8), Afyon/TÜRKİYE, 11 Mayıs 2016, s. 977-981
ÖZCAN TUNCAY
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Integrating autoencoder and decision tree models for enhanced energy consumption forecasting in microgrids: A meteorological data-driven approach in Djibouti
Results in Engineering, Vol. -1, Ekim 2024, ISSN: 25901230
FADOUL FATHİ FARAH,A. HASSAN ABDOULAZİZ,ÇAĞLAR RAMAZAN
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Forecasting natural gas consumption in Turkey using fractional non-linear grey Bernoulli model optimized by grey wolf optimization (GWO) algorithm
Euro-Mediterranean Journal for Environmental Integration, Vol. 2024, No. 9, Ağustos 2024, s. 2039-2055, ISSN: 2365-6433
ÖZCAN TUNCAY,KONYALIOĞLU AZİZ KEMAL,APAYDIN TUĞÇE
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A Combined Seasonal ARIMA and ANN Model for Improved Results in Electricity Spot Price Forecasting: Case Study in Turkey
PORTLAND INTERNATIONAL CONFERENCE ON MANAGEMENT OF ENGINEERING AND TECHNOLOGY (PICMET 2016): TECHNOLOGY MANAGEMENT FOR SOCIAL INNOVATION, Ocak 2016, s. 2681-2690, ISSN: 2159-5100
ÖZÖZEN AVNİ, KAYAKUTLU GÜLGÜN, KAYALICA MEHMET ÖZGÜR, KETTERER MARCEL
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Empirical-singular-wavelet based machine learning models for sea level forecasting in the bosphorus strait: A performance analysis
Ocean Modelling, Vol. 188, Nisan 2024, ISSN: 1463-5003
KARTAL ELİF,ALTUNKAYNAK ABDÜSSELAM
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Artificial neural network models for forecasting intermittent monthly precipitation in arid regions
Meteorological Applications, Vol. 16, No. 3, Eylül 2009, s. 325-337, ISSN: 13504827
DAHAMSHEH AHMAD,AKSOY HAFZÜLLAH
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Low flow forecasting with a lead time of 14 days for navigation and energy supply in the Rhine River
EGU General Assembly 2011, Vienna/AVUSTURYA, 6 Nisan 2011
DEMİREL MEHMET CÜNEYD,BOOİJ MARTİJN J,HOEKSTRA ARJEN Y
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Short Term Load Forecasting Using Machine Learning Algorithms: A Case Study in Turkey
IEEE Global Energy Conference (GEC2022), Vol. 1, No. 1, 26 Ekim 2022, s. 13-18
PÜRLÜ MİKAİL, ANDİÇ CENK, TÜRKAY BELGİN, NOBARİ ALİ
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Artificial Intelligence-Driven Prognosis of Respiratory Mechanics: Forecasting Tissue Hysteresivity Using Long Short-Term Memory and Continuous Sensor Data
SENSORS, Vol. 24, No. 17, Ocak 2024, s. 22, ISSN: 1424-8220
BEN OTHMAN GHADA,RAYENE YNINEB AMANI,YUMUK ERHAN,FARBAKHSH HAMED,MURESAN CRISTINA,ROXANA BIRS ISABELA,DE RAEVE ALEXANDRA,COPOT COSMİN,IONESCU CLARA,COPOT DANA
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A Short Term Wind Energy Prediction System for Turkey (SWEPS)
EWEA Wind Power Forecasting Technology Workshop, 3 Aralık 2013
MENTEŞ ŞÜKRAN SİBEL, ÜNAL YURDANUR, İNCECİK SELAHATTİN, TAN ELÇİN, BARUTÇU BURAK, ÖNOL BARIŞ, ÜNAL EMEL, EFE BAHTİYAR, TOPÇU HATİCE SEMA, RÜSTEMOĞLU SEVİNÇ, ÖZDEMİR EMRAH TUNCAY, BORHAN YUNUS
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Grey Forecasting Models Optimized by Firefly Algorithm for Natural Gas Consumption Prediction in Turkey
18th International Conference on Environmental Science and Technology (CEST), Athens/YUNANİSTAN, 30 Ağustos 2023
ÖZCAN TUNCAY, KONYALIOĞLU AZİZ KEMAL, BELDEK TUĞÇE
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Diagnosis of Diabetes Mellitus using Artificial Neural Network and Classification and Regression Tree optimized with Genetic Algorithm
JOURNAL OF FORECASTING, Vol. 39, No. 4, Haziran 2020, s. 661-670, ISSN: 0277-6693
PEKEL EBRU,ÖZCAN TUNCAY
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